analyze

emaballarin/ccplugins

SkillLoads cleanly

Extract insight from a finished study and return a variance-aware adopt verdict — search-space boundaries, sampling density, infeasible fraction,…

Scores
out of 100 · grade B+

2026-08-07

Works

40% of the score

100/100

Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

100/100

no commits in the last 12 weeks

Adopted

20% of the score

8/100

3 stars on the source repo.

Documented

15% of the score

66/100

763 words with worked examples.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

Install

npx skills add emaballarin/ccplugins/analyze

What it says it does

Extract insight from a finished study and return a variance-aware adopt verdict — search-space boundaries, sampling density, infeasible fraction, training-curve pathologies, isolation plots, then adopt or not. Use for `/tml:analyze`, "here are my sweep results", "which config should I pick", "did this change actually help", "why do my runs disagree", "read this wandb export", "is this result real", or after `/tml:round`. Works standalone on results it did not produce — a CSV, a JSONL, or a tracker export is enough, and it names which checks the missing fields disable. Read-first: writes only under ./.tml/ and never edits project code. Do NOT use to design a study (that is /tml:round) or to review a code diff (that is /tml:review).

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-06.

Also in emaballarin/ccplugins

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figure-styleemaballarin/ccplugins	clean	Skill	3 stars	today
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grillemaballarin/ccplugins	clean	Skill	3 stars	today
auditemaballarin/ccplugins	clean	Skill	3 stars	today

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Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.